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人机交互中的认知冲突:一项心理生理学研究。

Cognitive conflict in human-automation interactions: a psychophysiological study.

机构信息

DMIA, ISAE, Université de Toulouse, 10 av. E. Belin, BP 54032-31055 Toulouse Cedex 4, France.

出版信息

Appl Ergon. 2012 May;43(3):588-95. doi: 10.1016/j.apergo.2011.09.004. Epub 2011 Oct 10.

Abstract

The review of literature in sociology and distributed artificial intelligence reveals that the occurrence of conflict is a remarkable precursor to the disruption of multi-agent systems. The study of this concept could be applied to human factors concerns, as man-system conflict appears to provoke perseveration behavior and to degrade attentional abilities with a trend to excessive focus. Once entangled in such conflicts, the human operator will do anything to succeed in his current goal even if it jeopardizes the mission. In order to confirm these findings, an experimental setup, composed of a real unmanned ground vehicle, a ground station is developed. A scenario involving an authority conflict between the participants and the robot is proposed. Analysis of the effects of the conflict on the participants' cognition and arousal is assessed through heart-rate measurement (reflecting stress level) and eye-tracking techniques (index of attentional focus). Our results clearly show that the occurrence of the conflict leads to perseveration behavior and can induce higher heart rate as well as excessive attentional focus. These results are discussed in terms of task commitment issues and increased arousal. Moreover, our results suggest that individual differences may predict susceptibility to perseveration behavior.

摘要

文献综述表明,社会学和分布式人工智能领域的冲突发生是多智能体系统中断的显著前兆。这一概念的研究可以应用于人为因素问题,因为人机冲突似乎会引发固执行为,并降低注意力能力,导致过度关注。一旦陷入这种冲突,人类操作员将不惜一切代价成功完成当前目标,即使这会危及任务。为了证实这些发现,我们开发了一个由真实的无人地面车辆和一个地面站组成的实验装置。提出了一个参与者和机器人之间存在权限冲突的场景。通过心率测量(反映压力水平)和眼动追踪技术(注意力焦点指标)来评估冲突对参与者认知和唤醒的影响。我们的研究结果清楚地表明,冲突的发生会导致固执行为,并可能导致更高的心率和过度的注意力集中。这些结果从任务承诺问题和唤醒程度增加方面进行了讨论。此外,我们的研究结果表明,个体差异可能会预测对固执行为的易感性。

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